This document presents the final evaluation report for the NSF-funded AISL project: "Multimodal Visitor Analytics: Investigating Naturalistic Engagement with Interactive Tabletop Science Exhibits."
In this paper, we investigate bias detection and mitigation techniques to address issues of
algorithmic fairness in multimodal models of museum visitor visual attention.
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TEAM MEMBERS:
Halim AcostaNathan HendersonJonathan RoweWookhee MinJames MinogueJames Lester
resourceresearchMuseum and Science Center Exhibits
This project builds off prior work conducted for the Science Center Public Forums project (NA15SEC008005) where eight forums were held at different sites across the US related to four climate hazards (drought, sea level rise, extreme heat, and extreme precipitation).
Re-Living Paleontology conducted usability and comparison studies on immersion and interactivity in augmented reality (AR) and visitors' engagement and understanding of science. Two "Tar AR" experiences were designed and studied.
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TEAM MEMBERS:
Benjamin D. NyeWilliam SwartoutDavid NelsonGale M. SinatraEmily LindseyMolly Porter
We explored a long-standing community science partnership between the Science Museum of Virginia and Groundwork RVA, a local organization that connects youth with opportunities to enhance greenspaces in Richmond.
Overview
In 2022, we worked with The Wild Center to evaluate its new IMLS-funded climate change exhibition, which used an innovative approach focused on presenting climate solutions through place-based examples and storytelling. Our evaluation came at a time when many museums were wrestling with how to effectively empower visitors to take climate action.
In the early stages of exhibition development, we also conducted audience research using Yale’s Six Americas Short Survey (SASSY) to help The Wild Center understand their audience’s dispositions toward climate change, which they used to
The National Network for Ocean and Climate Change Interpretation [NNOCCI] is a Community of Practice [CoP] dedicated to advancing the conversation on climate change, based on the principle that wide-scale training with proven communication techniques can change the national discourse around climate change to be more productive, creative, and solutions-focused.
NNOCCI CoP is a network of individuals and organizations in formal and informal education, the social sciences, climate sciences, and public policy. By 2018, the community represented more than 184 institutions in 38 states, and over
This guidebook will help you plan your action project. The initial brainstorm pages will help you consider where to start, and the Action Project Framework will navigate you through steps to get to your destination: the completion of your project!
This project focuses on environmental health literacy and will explore the extent to which diverse rural and urban youth in an out-of-school STEM enrichment program exhibit gains in environmental health literacy while engaged in learning and teaching others about community resilience in the face of changing climates. Science centers and museums provide unique opportunities for youth to learn about resilience, because they bring community members together to examine the ways that current science influences local decisions. In this project, teams of participating youth will progress through four learning modules that explore the impacts of changing climates on local communities, the local vulnerabilities and risks associated with those changes, possible mitigation and adaptation strategies, and building capacities for communities to become climate resilient. After completion of these modules, participating youth will conduct a resilience-focused action project. Participants will be encouraged to engage peers, families, friends, and other community stakeholders in the design and implementation of their projects, and they will gain experience in accessing local climate and weather data, and in sharing their findings through relevant web portals. Participants will also use various sensors and web-based tools to collect their own data.
This study is guided by three research questions: 1) To what extent do youth develop knowledge, skills, and self- efficacy for developing community resilience (taken together, environmental health literacy in the context of resilience) through participation in museum-led, resilience-focused programming? 2) What program features and settings foster these science learning outcomes? And 3) How does environmental health literacy differ among rural and urban youth, and what do any differences imply for project replication? Over a two- year period, the project will proceed in six stages: a) Materials Development during the first year, b) Recruitment and selection of youth participants, c) Summer institute (six days), d) Workshops and field experiences during the school year following the summer institute, e) Locally relevant action projects, and f) End- of-program summit (one day). In pursuing answers to the research questions, a variety of data sources will be used, including transcripts from youth focus groups and educator interviews, brief researcher reflections of each focus group and interview, and a survey of resilience- related knowledge. Quantitative data sources will include a demographic survey and responses to a self-efficacy instrument for adolescents. The project will directly engage 32 youth, together with one parent or guardian per youth. The study will explore the experiences of rural and urban youth of high school age engaged in interactive, parallel programming to enable the project team to compare and contrast changes in environmental health literacy between rural and urban participants. It is anticipated that this research will advance knowledge of how engagement of diverse youth in informal learning environments influences understanding of resilience and development of environmental health literacy, and it will provide insights into the role of partnerships between research universities and informal science centers in focusing on community resilience.